xieyi11

Wide_Deep_Model

wide deep ctr model by pytorch

Paper-Writing-Tips

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Self-learning-Computer-Science

the resources I use to learn computer science in my spare time

text-classification-cn

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Permission_Denied

This repo contains the code for the Team Permission Denied in the Amazon Last Mile Routing Challenging. The Team Permission Denied won the second place in the competition. Team members are all Ph.D. students studying Transportation at MIT, Xiaotong Guo, Qingyi Wang and Baichuan Mo.

STGCN

HGAT

Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)

HiAGM

Hierarchy-Aware Global Model for Hierarchical Text Classification

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

GNN-for-text-classification

Graph convolutional networks (GCN), graphSAGE and graph attention networks (GAT) for text classification

Text-GCN

A PyTorch implementation of "Graph Convolutional Networks for Text Classification." (AAAI 2019)

Keras-TextClassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

HDLTex

HDLTex: Hierarchical Deep Learning for Text Classification

Tencent2018_Lookalike_Rank10th

2018年腾讯广告算法大赛Rank10代码：深度部分

ICML-2020-MSBCB

Code of ICML-2020 paper Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising

Tencent2018_Lookalike_Rank7th

The code for 2018 Tencent College Algorithm Contest, and the online result ranks 7th.

GMCMthesis

2020 年研究生数学建模 LaTeX 模板

TextClassification-Keras

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

CS224W-Colab

Solutions for CS224W Winter 2021 Colab

HyperGAT_TextClassification

Implementation of EMNLP2020 -- Be More with Less: Hypergraph Attention Networks for Inductive Text Classification

WSDM19

This repository contains the LVA code for our paper "Linked Variational AutoEncoders for Inferring Substitutable and Supplementary Items", published in Web Search and Data Mining (WSDM) 2019

nlp_paper_study

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

Steam-Bundle-Recommendation

IRGNN_TNNLS_2021

tbp-next-basket

TARS based prediction for Next Basket

DSSM-Lookalike

awesome-2vec

Curated list of 2vec-type embedding models

SDM

Sequential deep matching model for recommender system at Alibaba